4 часа назад
Machine Learning Engineer (Robotics)
100 000 - 300 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Machine Learning Engineer (Robotics) (Reinforcement Learning): Developing and optimizing reinforcement learning algorithms for intelligent robots, with an accent on real-world robotic environments, large-scale model training, and robust deployment. Focus on designing experiments, integrating RL models into robotic systems, and solving complex autonomous learning and performance challenges.
Location: San Mateo or Pittsburgh, United States
Base salary: $100,000–$300,000 USD per year
Company
develops general-purpose robotic intelligence that adapts to unseen scenarios through data-driven machine learning.
What you will do
- Develop and implement state-of-the-art reinforcement learning algorithms for robotic applications.
- Design experiments to train RL models and conduct real-world robotic tests.
- Collaborate with researchers on novel approaches to scaling reinforcement learning model training.
- Work with inference, application, and deployment engineers to integrate RL models into robotic systems.
- Analyze experimental results and iterate on model designs to improve performance and enable robust deployment.
- Track the latest research and advances in reinforcement learning.
Requirements
- BS, MS, or higher in Computer Science, Robotics, Engineering, or a related field, or equivalent practical experience.
- Proficiency in Python, C++, or a similar language.
- Experience with at least one deep learning library, such as PyTorch, TensorFlow, or JAX.
- Strong practical understanding of reinforcement learning algorithms, including model-free, model-based, multi-task, hierarchical, and multi-agent methods.
- Strong background in algorithms, data structures, and software engineering principles.
- Experience with physics simulation engines and tools for reinforcement learning, plus industry experience with reinforcement learning and robotic systems.
Culture & Benefits
- Work on intelligent, adaptable robots designed to perform complex tasks autonomously.
- Collaborate across robotics, research, inference, application, and deployment engineering.
- Contribute to exploratory projects involving large-scale, data-driven machine learning.
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